Director, Applications, AI & Data Engineering
Whitman, Requardt & Associates
Nov 2023 - Current (3 years)
• Established the firm’s first dedicated data and AI practice, building the team, delivery model, governance, and standards for moving AI products from prototype to production.
• Own product vision, roadmap, and execution for AI-enabled tools, data products, reusable APIs, and transportation analytics applications.
• Built and shipped an Azure-based AI document intelligence system for unstructured PDFs, reducing manual invoice and document logging by 80%; defined evals, accuracy thresholds, human review points, and failure-mode policy.
• Led GPT-4o Vision lane configuration product across 8,000 roadway miles and 48K images, reaching ~85% accuracy through prompt design, sampling strategy, model evaluation, as well as establish